Sophie Isabel Wharrie
Doctoral Researcher
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Research groups
- Probabilistic Machine Learning, Doctoral Researcher
- Professorship Kaski Samuel, Doctoral Researcher
Publications
A fast method to generate hundreds of thousands of synthetic genomes and phenotypes
Sophie Wharrie, Zhiyu Yang, Vishnu Raj, Rahul Gupta, Remo Monti, Ying Wang, Pier Francesco Palamara, Samuel Kaski, Andrea Ganna, Christoph Lippert, Pekka Marttinen
2023
European journal of human genetics
Characterizing personalized effects of family information on disease risk using graph representation learning
Sophie Wharrie, Zhiyu Yang, Andrea Ganna, Samuel Kaski
2023
Proceedings of the 8th Machine Learning for Healthcare Conference
HAPNEST : efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes
Sophie Wharrie, Zhiyu Yang, Vishnu Raj, Remo Monti, Rahul Gupta, Ying Wang, Alicia Martin, Luke J. O'Connor, Samuel Kaski, Pekka Marttinen, Pier Francesco Palamara, Christoph Lippert, Andrea Ganna
2023
Bioinformatics (Oxford, England)
HAPNEST: an efficient tool for generating large-scale genetics datasets from limited training data
Sophie Wharrie, Zhiyu Yang, Vishnu Raj, Remo Monti, Rahul Gupta, Ying Wang, Alicia Martin, Luke J O'Connor, Samuel Kaski, Pekka Marttinen, Pier Francesco Palamara, Christoph Lippert, Andrea Ganna
2022